{"id":31620,"date":"2023-12-25T12:20:45","date_gmt":"2024-03-08T03:56:47","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%85%b3%e4%ba%8ejava-stream%e7%9a%84%e6%80%bb%e7%bb%93%e3%80%82\/"},"modified":"2024-05-04T15:18:43","modified_gmt":"2024-05-04T07:18:43","slug":"%e5%85%b3%e4%ba%8ejava-stream%e7%9a%84%e6%80%bb%e7%bb%93%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%85%b3%e4%ba%8ejava-stream%e7%9a%84%e6%80%bb%e7%bb%93%e3%80%82\/","title":{"rendered":"\u5173\u4e8eJava Stream\u7684\u603b\u7ed3"},"content":{"rendered":"<p>\u6211\u89c9\u5f97Stream\u5f88\u65b9\u4fbf\uff0c\u6240\u4ee5\u6211\u60f3\u628a\u5b83\u4eec\u6574\u7406\u5728\u4e00\u8d77\u3002<\/p>\n<h2>\u521b\u5efa\u6d41<\/h2>\n<h3>\u9700\u8981\u901a\u8fc7\u9002\u5f53\u7684\u6559\u80b2\u548c\u57f9\u8bad\u6765\u57f9\u517b\u5b69\u5b50\u4eec\u7684\u521b\u9020\u529b\u548c\u521b\u65b0\u80fd\u529b\u3002<\/h3>\n<p>\u8fd4\u56deStream\u3002<br \/>\n\u8fd8\u53ef\u4ee5\u5bf9\u5143\u7d20\u8fdb\u884c\u7c7b\u578b\u6307\u5b9a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ \u76f4\u63a5\u4f5c\u6210<\/span>\r\n<span class=\"nc\">Stream<\/span> <span class=\"n\">stream<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"a\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"b\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"c\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"d\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"e\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">IntStream<\/span> <span class=\"n\">intStream<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">IntStream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">DoubleStream<\/span> <span class=\"n\">doubleStream<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">DoubleStream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mf\">1.0<\/span><span class=\"o\">,<\/span> <span class=\"mf\">2.0<\/span><span class=\"o\">,<\/span> <span class=\"mf\">3.0<\/span><span class=\"o\">,<\/span> <span class=\"mf\">4.0<\/span><span class=\"o\">,<\/span> <span class=\"mf\">5.0<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">LongStream<\/span> <span class=\"n\">longStream<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">LongStream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<h3>\u8f6c\u6362<\/h3>\n<p>\u5c06\u4e3b\u8981\u7c7b\u578b\u8f6c\u6362\u4e3a\u6d41\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ List\u304b\u3089\u5909\u63db<\/span>\r\n<span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">list<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Arrays<\/span><span class=\"o\">.<\/span><span class=\"na\">asList<\/span><span class=\"o\">(<\/span><span class=\"s\">\"a\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"b\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"c\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"d\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"e\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Stream<\/span> <span class=\"n\">listStrem<\/span> <span class=\"o\">=<\/span> <span class=\"n\">list<\/span><span class=\"o\">.<\/span><span class=\"na\">stream<\/span><span class=\"o\">();<\/span>\r\n\r\n<span class=\"c1\">\/\/ Map\u304b\u3089\u5909\u63db<\/span>\r\n<span class=\"nc\">Map<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">,<\/span> <span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">map<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">HashMap<\/span><span class=\"o\">&lt;&gt;();<\/span>\r\n<span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">put<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"A\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">put<\/span><span class=\"o\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">put<\/span><span class=\"o\">(<\/span><span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Map<\/span><span class=\"o\">.<\/span><span class=\"na\">Entry<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">,<\/span> <span class=\"nc\">String<\/span><span class=\"o\">&gt;&gt;<\/span> <span class=\"n\">mapStream<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">entrySet<\/span><span class=\"o\">().<\/span><span class=\"na\">stream<\/span><span class=\"o\">();<\/span>\r\n\r\n<span class=\"c1\">\/\/ \u6587\u5b57\u5217\u304b\u3089\u5909\u63db<\/span>\r\n<span class=\"nc\">String<\/span> <span class=\"n\">str<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"ABCDE\"<\/span><span class=\"o\">;<\/span>\r\n<span class=\"nc\">IntStream<\/span> <span class=\"n\">strStream<\/span> <span class=\"o\">=<\/span> <span class=\"n\">str<\/span><span class=\"o\">.<\/span><span class=\"na\">chars<\/span><span class=\"o\">();<\/span>\r\n\r\n<\/code><\/pre>\n<h3>\u5efa\u7b51\u5e08<\/h3>\n<p>\u8fd4\u56de Stream \u7684\u6784\u5efa\u5668\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">Builder<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">sb<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">builder<\/span><span class=\"o\">();<\/span>\r\n<span class=\"n\">sb<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"mi\">10<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">sb<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"mi\">20<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">buildStream<\/span> <span class=\"o\">=<\/span><span class=\"n\">sb<\/span><span class=\"o\">.<\/span><span class=\"na\">build<\/span><span class=\"o\">();<\/span>\r\n<span class=\"n\">buildStream<\/span><span class=\"o\">.<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">10\r\n20\r\n<\/span><\/code><\/pre>\n<h3>\u4ea7\u751f<\/h3>\n<p>\u8fd4\u56de\u4e00\u4e2a\u65e0\u5e8f\u7684\u65e0\u9650\u987a\u5e8f\u6d41\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">stream<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">generate<\/span><span class=\"o\">(()<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"mi\">1<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">stream<\/span><span class=\"o\">.<\/span><span class=\"na\">limit<\/span><span class=\"o\">(<\/span><span class=\"mi\">3<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">1\r\n1\r\n1\r\n<\/span><\/code><\/pre>\n<p>\u9700\u8981\u5728\u751f\u6210\u968f\u673a\u503c\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u3002<br \/>\n\u793a\u4f8b\uff1a\u8fd4\u56de0\u301c9\u4e4b\u95f4\u76845\u4e2a\u968f\u673a\u503c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">generate<\/span><span class=\"o\">(<\/span><span class=\"nl\">Math:<\/span><span class=\"o\">:<\/span><span class=\"n\">random<\/span><span class=\"o\">).<\/span><span class=\"na\">limit<\/span><span class=\"o\">(<\/span><span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">map<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">Math<\/span><span class=\"o\">.<\/span><span class=\"na\">floor<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">*<\/span> <span class=\"mi\">10<\/span><span class=\"o\">)).<\/span><span class=\"na\">mapToInt<\/span><span class=\"o\">(<\/span><span class=\"nl\">Double:<\/span><span class=\"o\">:<\/span><span class=\"n\">intValue<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">2\r\n2\r\n9\r\n6\r\n8\r\n<\/span><\/code><\/pre>\n<h3>\u8fed\u4ee3<\/h3>\n<p>\u8fd4\u56de\u4e00\u4e2a\u6709\u5e8f\u7684\u65e0\u9650\u987a\u5e8f\u6d41\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">stream<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">iterate<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"n\">x<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">x<\/span> <span class=\"o\">*<\/span> <span class=\"mi\">2<\/span><span class=\"o\">);<\/span>\r\n        <span class=\"n\">stream<\/span><span class=\"o\">.<\/span><span class=\"na\">limit<\/span><span class=\"o\">(<\/span><span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">1\r\n2\r\n4\r\n8\r\n16\r\n<\/span><\/code><\/pre>\n<h3>\u8fde\u63a5<\/h3>\n<p>\u5408\u5e76\u6d41\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">stream1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"a\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"b\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">stream2<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"c\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"d\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"e\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">concat<\/span><span class=\"o\">(<\/span><span class=\"n\">stream1<\/span><span class=\"o\">,<\/span><span class=\"n\">stream2<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">a\r\nb\r\nc\r\nd\r\ne\r\n<\/span><\/code><\/pre>\n<h3>\u7a7a\u7684 de)<\/h3>\n<p>\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684Stream\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">&lt;?&gt;<\/span> <span class=\"n\">emptyList<\/span> <span class=\"o\">=<\/span>  <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">empty<\/span><span class=\"o\">();<\/span>\r\n<span class=\"n\">emptyList<\/span><span class=\"o\">.<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">No OutPut\r\n<\/span><\/code><\/pre>\n<h2>\u83b7\u53d6\u8981\u7d20<\/h2>\n<p>\u4f7f\u7528Lambda\u8868\u8fbe\u5f0f\u548c\u65b9\u6cd5\u5f15\u7528\u53ef\u4ee5\u5199\u5f97\u66f4\u7b80\u6d01\u3002\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u7531\u4e8e\u8fd4\u56de\u7c7b\u578b\u662fIntStream\u7c7b\u578b\uff0c\u6240\u4ee5\u9700\u8981\u4f7f\u7528mapToObj\u65b9\u6cd5\u8fdb\u884c\u7c7b\u578b\u8f6c\u6362\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\n        <span class=\"c1\">\/\/ Stream\u578b<\/span>\r\n        <span class=\"c1\">\/\/ \u30e9\u30e0\u30c0\u5f0f<\/span>\r\n        <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"a\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"b\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"c\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"d\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"e\"<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span><span class=\"o\">));<\/span>\r\n        <span class=\"c1\">\/\/ \u30e1\u30bd\u30c3\u30c9\u53c2\u7167<\/span>\r\n        <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"a\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"b\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"c\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"d\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"e\"<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n\r\n        <span class=\"c1\">\/\/List<\/span>\r\n        <span class=\"nc\">Arrays<\/span><span class=\"o\">.<\/span><span class=\"na\">asList<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">stream<\/span><span class=\"o\">().<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n\r\n        <span class=\"c1\">\/\/Map<\/span>\r\n        <span class=\"nc\">Map<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">,<\/span> <span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">map<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">HashMap<\/span><span class=\"o\">&lt;&gt;();<\/span>\r\n        <span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">put<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"A\"<\/span><span class=\"o\">);<\/span>\r\n        <span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">put<\/span><span class=\"o\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">);<\/span>\r\n        <span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">put<\/span><span class=\"o\">(<\/span><span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">);<\/span>\r\n        <span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">entrySet<\/span><span class=\"o\">().<\/span><span class=\"na\">stream<\/span><span class=\"o\">().<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"key: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">getKey<\/span><span class=\"o\">()<\/span> <span class=\"o\">+<\/span> <span class=\"s\">\" value: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">getValue<\/span><span class=\"o\">()));<\/span>\r\n\r\n        <span class=\"c1\">\/\/\u6587\u5b57\u5217<\/span>\r\n        <span class=\"nc\">String<\/span> <span class=\"n\">str<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"ABCDE\"<\/span><span class=\"o\">;<\/span>\r\n        <span class=\"n\">str<\/span><span class=\"o\">.<\/span><span class=\"na\">chars<\/span><span class=\"o\">().<\/span><span class=\"na\">mapToObj<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"o\">(<\/span><span class=\"kt\">char<\/span><span class=\"o\">)<\/span><span class=\"n\">s<\/span><span class=\"o\">)<\/span>\r\n                <span class=\"o\">.<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<h2>\u6570\u503c\u8303\u56f4 &#8211;<\/h2>\n<h3>\u8303\u56f4<\/h3>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ \u672b\u5c3e\u3092\u542b\u307e\u306a\u3044<\/span>\r\n<span class=\"nc\">IntStream<\/span><span class=\"o\">.<\/span><span class=\"na\">range<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span><span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">1\r\n2\r\n3\r\n4\r\n<\/span><\/code><\/pre>\n<h3>\u95ed\u533a\u95f4<\/h3>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ \u672b\u5c3e\u3092\u542b\u3080<\/span>\r\n<span class=\"nc\">IntStream<\/span><span class=\"o\">.<\/span><span class=\"na\">rangeClosed<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span><span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">1\r\n2\r\n3\r\n4\r\n5\r\n<\/span><\/code><\/pre>\n<h2>\u64cd\u4f5c\u9032\u5c55<\/h2>\n<h2>\u8f6c\u53d8\u8981\u7d20<\/h2>\n<h3>\u5730\u56fe<\/h3>\n<p>\u53ef\u4ee5\u4f7f\u7528Lambda\u7f16\u5199\u5904\u7406\u4ee3\u7801\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">map<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">*<\/span> <span class=\"mi\">2<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">2\r\n4\r\n6\r\n8\r\n10\r\n<\/span><\/code><\/pre>\n<h3>\u8f6c\u4e3a\u6574\u6570\u5730\u6620\u5c04<\/h3>\n<p>mapToLong\u548cmapToDouble\u7684\u7528\u6cd5\u76f8\u540c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"1\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"2\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"3\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"4\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"5\"<\/span><span class=\"o\">)<\/span>  <span class=\"c1\">\/\/ Stream&lt;String&gt;<\/span>\r\n        <span class=\"o\">.<\/span><span class=\"na\">mapToInt<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">Integer<\/span><span class=\"o\">.<\/span><span class=\"na\">parseInt<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span><span class=\"o\">))<\/span> <span class=\"c1\">\/\/ IntStream<\/span>\r\n        <span class=\"o\">.<\/span><span class=\"na\">map<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">*<\/span> <span class=\"mi\">2<\/span><span class=\"o\">)<\/span>\r\n        <span class=\"o\">.<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">2\r\n4\r\n6\r\n8\r\n10\r\n<\/span><\/code><\/pre>\n<h3>flatMap \u6241\u5e73\u5316<\/h3>\n<p>\u53ef\u4ee5\u8fdb\u884c1\u5bf9N\u7684\u8f6c\u6362\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ flatMap<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">stream1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"BB\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"CCC\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"DDDD\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"EEEEE\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">stream1<\/span><span class=\"o\">.<\/span><span class=\"na\">flatMap<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span><span class=\"o\">,<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">length<\/span><span class=\"o\">(),<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">toLowerCase<\/span><span class=\"o\">())).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">print<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">A1aBB2bbCCC3cccDDDD4ddddEEEEE5eeeee\r\n<\/span><\/code><\/pre>\n<h2>\u7cbe\u7b80\u8981\u7d20<\/h2>\n<h3>\u8fc7\u6ee4<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">10<\/span><span class=\"o\">,<\/span> <span class=\"mi\">20<\/span><span class=\"o\">,<\/span> <span class=\"mi\">30<\/span><span class=\"o\">,<\/span> <span class=\"mi\">40<\/span><span class=\"o\">,<\/span> <span class=\"mi\">50<\/span><span class=\"o\">).<\/span><span class=\"na\">filter<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">&lt;=<\/span> <span class=\"mi\">30<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">10\r\n20\r\n30\r\n<\/span><\/code><\/pre>\n<h3>\u8df3\u8fc7\u548c\u9650\u5236<\/h3>\n<p>\u8df3\u8fc7 gu\u00f2)<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">10<\/span><span class=\"o\">,<\/span> <span class=\"mi\">20<\/span><span class=\"o\">,<\/span> <span class=\"mi\">30<\/span><span class=\"o\">,<\/span> <span class=\"mi\">40<\/span><span class=\"o\">,<\/span> <span class=\"mi\">50<\/span><span class=\"o\">).<\/span><span class=\"na\">skip<\/span><span class=\"o\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">30\r\n40\r\n50\r\n<\/span><\/code><\/pre>\n<p>\u9650\u5236<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">10<\/span><span class=\"o\">,<\/span> <span class=\"mi\">20<\/span><span class=\"o\">,<\/span> <span class=\"mi\">30<\/span><span class=\"o\">,<\/span> <span class=\"mi\">40<\/span><span class=\"o\">,<\/span> <span class=\"mi\">50<\/span><span class=\"o\">).<\/span><span class=\"na\">limit<\/span><span class=\"o\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">10\r\n20\r\n<\/span><\/code><\/pre>\n<p>\u901a\u8fc7\u7ec4\u5408\u4f7f\u7528\u201c\u8df3\u8fc7\u201d\u548c\u201c\u9650\u5236\u201d\u6765\u6307\u5b9a\u8303\u56f4\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">10<\/span><span class=\"o\">,<\/span> <span class=\"mi\">20<\/span><span class=\"o\">,<\/span> <span class=\"mi\">30<\/span><span class=\"o\">,<\/span> <span class=\"mi\">40<\/span><span class=\"o\">,<\/span> <span class=\"mi\">50<\/span><span class=\"o\">).<\/span><span class=\"na\">skip<\/span><span class=\"o\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">).<\/span><span class=\"na\">limit<\/span><span class=\"o\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">30\r\n40\r\n<\/span><\/code><\/pre>\n<h3>\u72ec\u7279\u7684<\/h3>\n<p>\u53bb\u9664\u91cd\u590d\u9879\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">).<\/span><span class=\"na\">distinct<\/span><span class=\"o\">().<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">A\r\nB\r\nC\r\n<\/span><\/code><\/pre>\n<h2>\u91cd\u65b0\u6392\u5217\u8981\u7d20<\/h2>\n<h3>\u5206\u7c7b\u6574\u7406<\/h3>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ sorted<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">13<\/span><span class=\"o\">,<\/span> <span class=\"mi\">52<\/span><span class=\"o\">,<\/span> <span class=\"mi\">34<\/span><span class=\"o\">,<\/span> <span class=\"mi\">6<\/span><span class=\"o\">,<\/span> <span class=\"mi\">28<\/span><span class=\"o\">).<\/span><span class=\"na\">sorted<\/span><span class=\"o\">((<\/span><span class=\"n\">s1<\/span><span class=\"o\">,<\/span> <span class=\"n\">s2<\/span><span class=\"o\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s1<\/span> <span class=\"o\">-<\/span> <span class=\"n\">s2<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<span class=\"c1\">\/\/ Comparator\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f7f\u7528<\/span>\r\n<span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">13<\/span><span class=\"o\">,<\/span> <span class=\"mi\">52<\/span><span class=\"o\">,<\/span> <span class=\"mi\">34<\/span><span class=\"o\">,<\/span> <span class=\"mi\">6<\/span><span class=\"o\">,<\/span> <span class=\"mi\">28<\/span><span class=\"o\">).<\/span><span class=\"na\">sorted<\/span><span class=\"o\">(<\/span><span class=\"nc\">Comparator<\/span><span class=\"o\">.<\/span><span class=\"na\">comparingInt<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span><span class=\"o\">)).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">6\r\n13\r\n28\r\n34\r\n52\r\n<\/span><\/code><\/pre>\n<h2>\u8c03\u8bd5<\/h2>\n<h3>\u5077\u770b<\/h3>\n<p>\u7528\u4e8e\u8c03\u8bd5\u8f93\u51fa\u7684\u65b9\u6cd5\u3002\u5bf9\u4e8e\u6d41\u4e0d\u4ea7\u751f\u4efb\u4f55\u5f71\u54cd\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">numbers<\/span> <span class=\"o\">=<\/span>  <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"one\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"two\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"three\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"four\"<\/span><span class=\"o\">)<\/span>\r\n                        <span class=\"o\">.<\/span><span class=\"na\">filter<\/span><span class=\"o\">(<\/span><span class=\"n\">e<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">e<\/span><span class=\"o\">.<\/span><span class=\"na\">length<\/span><span class=\"o\">()<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">3<\/span><span class=\"o\">)<\/span>\r\n                        <span class=\"o\">.<\/span><span class=\"na\">peek<\/span><span class=\"o\">(<\/span><span class=\"n\">e<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Filtered value: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">e<\/span><span class=\"o\">))<\/span>\r\n                        <span class=\"o\">.<\/span><span class=\"na\">map<\/span><span class=\"o\">(<\/span><span class=\"nl\">String:<\/span><span class=\"o\">:<\/span><span class=\"n\">toUpperCase<\/span><span class=\"o\">)<\/span>\r\n                        <span class=\"o\">.<\/span><span class=\"na\">peek<\/span><span class=\"o\">(<\/span><span class=\"n\">e<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Mapped value: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">e<\/span><span class=\"o\">))<\/span>\r\n                        <span class=\"o\">.<\/span><span class=\"na\">collect<\/span><span class=\"o\">(<\/span><span class=\"nc\">Collectors<\/span><span class=\"o\">.<\/span><span class=\"na\">toList<\/span><span class=\"o\">());<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">Filtered value: three\r\nMapped value: THREE\r\nFiltered value: four\r\nMapped value: FOUR\r\n<\/span><\/code><\/pre>\n<h2>\u7ec8\u7aef\u64cd\u4f5c<\/h2>\n<h2>\u8f93\u51fa\u7ed3\u679c<\/h2>\n<h3>\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fdb\u884c\u904d\u5386<\/h3>\n<p>\u53ef\u4ee5\u8fdb\u884c\u91cd\u590d\u5904\u7406\u3002\u53ef\u4ee5\u4f7f\u7528Lambda\u8868\u8fbe\u5f0f\u6765\u7f16\u5199\u64cd\u4f5c\u3002<\/p>\n<p>\u6211\u5c1d\u8bd5\u5199\u4e86\u4e0b\u9762\u7684\u793a\u4f8b\uff0c\u4f46\u662f\u53ef\u4ee5\u7528map\u6765\u91cd\u65b0\u7f16\u5199\u5b83&#8230;\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">10<\/span><span class=\"o\">,<\/span> <span class=\"mi\">20<\/span><span class=\"o\">,<\/span> <span class=\"mi\">30<\/span><span class=\"o\">,<\/span> <span class=\"mi\">40<\/span> <span class=\"o\">,<\/span><span class=\"mi\">50<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"o\">{<\/span>\r\n    <span class=\"kt\">int<\/span> <span class=\"n\">intResult<\/span> <span class=\"o\">=<\/span> <span class=\"n\">s<\/span> <span class=\"o\">\/<\/span> <span class=\"mi\">10<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">intResult<\/span><span class=\"o\">);<\/span>\r\n<span class=\"o\">});<\/span>\r\n<\/code><\/pre>\n<h3>\u9010\u4e2a\u987a\u5e8f\u6267\u884c<\/h3>\n<p>\u4f7f\u7528parallelStream()\u53ef\u4ee5\u5e76\u884c\u5904\u7406\u6d41\u3002\u8fd9\u6837\u53ef\u4ee5\u4fdd\u8bc1\u6309\u7167\u987a\u5e8f\u8f93\u51fa\u6570\u636e\u3002\u800c\u4f7f\u7528forEach\u4f1a\u4ee5\u968f\u673a\u987a\u5e8f\u8f93\u51fa\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">list<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Arrays<\/span><span class=\"o\">.<\/span><span class=\"na\">asList<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"--------forEach---------\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">list<\/span><span class=\"o\">.<\/span><span class=\"na\">parallelStream<\/span><span class=\"o\">().<\/span><span class=\"na\">filter<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">1<\/span><span class=\"o\">).<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"--------forEachOrdered---------\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">list<\/span><span class=\"o\">.<\/span><span class=\"na\">parallelStream<\/span><span class=\"o\">().<\/span><span class=\"na\">filter<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">1<\/span><span class=\"o\">).<\/span><span class=\"na\">forEachOrdered<\/span><span class=\"o\">(<\/span><span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">::<\/span><span class=\"n\">println<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<p>forEach\u4e0eforEachOrdered\u7684\u4e0d\u540c\u5728\u4e8e\uff0cforEach\u662f\u968f\u673a\u8f93\u51fa\uff0c\u800cforEachOrdered\u662f\u6309\u7167\u5217\u8868\u7684\u987a\u5e8f\u8f93\u51fa\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">--------forEach---------\r\n3\r\n5\r\n4\r\n2\r\n--------forEachOrdered---------\r\n2\r\n3\r\n4\r\n5\r\n<\/span><\/code><\/pre>\n<h2>\u63d0\u53d6\u7ed3\u679c (extract results)<\/h2>\n<h3>\u6536\u96c6<\/h3>\n<p>\u4ee5\u5404\u79cd\u4e0d\u540c\u7684\u7c7b\u578b\u8fd4\u56de\u7ed3\u679c\u3002<\/p>\n<p>\u5217\u51fa<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ list\u578b\u3067\u8fd4\u5374<\/span>\r\n<span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">String<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">list<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"D\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"E\"<\/span><span class=\"o\">).<\/span><span class=\"na\">collect<\/span><span class=\"o\">(<\/span><span class=\"nc\">Collectors<\/span><span class=\"o\">.<\/span><span class=\"na\">toList<\/span><span class=\"o\">());<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">list<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">[A, B, C, D, E]\r\n<\/span><\/code><\/pre>\n<p>\u5b57\u7b26\u4e32<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/String\u578b\u3067\u8fd4\u5374<\/span>\r\n<span class=\"nc\">String<\/span> <span class=\"n\">join1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"D\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"E\"<\/span><span class=\"o\">).<\/span><span class=\"na\">collect<\/span><span class=\"o\">(<\/span><span class=\"nc\">Collectors<\/span><span class=\"o\">.<\/span><span class=\"na\">joining<\/span><span class=\"o\">());<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">join1<\/span><span class=\"o\">);<\/span>\r\n\r\n<span class=\"nc\">String<\/span> <span class=\"n\">join2<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"D\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"E\"<\/span><span class=\"o\">).<\/span><span class=\"na\">collect<\/span><span class=\"o\">(<\/span><span class=\"nc\">Collectors<\/span><span class=\"o\">.<\/span><span class=\"na\">joining<\/span><span class=\"o\">(<\/span><span class=\"s\">\",\"<\/span><span class=\"o\">));<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">join2<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">ABCDE\r\nA,B,C,D,E\r\n<\/span><\/code><\/pre>\n<p>\u5730\u56fe (d\u00ec t\u00fa)<\/p>\n<p>\u53ef\u4ee5\u901a\u8fc7Map\u8fd4\u56de\u5df2\u8fdb\u884cGroup\u5316\u7684\u5185\u5bb9\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/\u6700\u4f4e\u9650\u306e\u30e2\u30c7\u30eb\u30af\u30e9\u30b9<\/span>\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">Score<\/span> <span class=\"o\">{<\/span>\r\n    <span class=\"kd\">private<\/span> <span class=\"nc\">String<\/span> <span class=\"n\">name<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"kd\">private<\/span> <span class=\"kt\">int<\/span> <span class=\"n\">score<\/span><span class=\"o\">;<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"nf\">Score<\/span><span class=\"o\">(<\/span><span class=\"nc\">String<\/span> <span class=\"n\">name<\/span><span class=\"o\">,<\/span> <span class=\"kt\">int<\/span> <span class=\"n\">score<\/span><span class=\"o\">){<\/span>\r\n        <span class=\"k\">this<\/span><span class=\"o\">.<\/span><span class=\"na\">name<\/span> <span class=\"o\">=<\/span> <span class=\"n\">name<\/span><span class=\"o\">;<\/span>\r\n        <span class=\"k\">this<\/span><span class=\"o\">.<\/span><span class=\"na\">score<\/span> <span class=\"o\">=<\/span> <span class=\"n\">score<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"o\">}<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"nc\">String<\/span> <span class=\"nf\">getName<\/span><span class=\"o\">()<\/span> <span class=\"o\">{<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"n\">name<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"o\">}<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"kt\">int<\/span> <span class=\"nf\">getScore<\/span><span class=\"o\">()<\/span> <span class=\"o\">{<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"n\">score<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ scoreList\u3092\u4f5c\u6210<\/span>\r\n<span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Score<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">scoreList<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nc\">ArrayList<\/span><span class=\"o\">&lt;&gt;();<\/span>\r\n<span class=\"n\">scoreList<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"k\">new<\/span> <span class=\"nc\">Score<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Tanaka\"<\/span><span class=\"o\">,<\/span> <span class=\"mi\">90<\/span><span class=\"o\">));<\/span>\r\n<span class=\"n\">scoreList<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"k\">new<\/span> <span class=\"nc\">Score<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Suzuki\"<\/span><span class=\"o\">,<\/span> <span class=\"mi\">80<\/span><span class=\"o\">));<\/span>\r\n<span class=\"n\">scoreList<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"k\">new<\/span> <span class=\"nc\">Score<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Nakamura\"<\/span><span class=\"o\">,<\/span> <span class=\"mi\">100<\/span><span class=\"o\">));<\/span>\r\n<span class=\"n\">scoreList<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"k\">new<\/span> <span class=\"nc\">Score<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Ito\"<\/span><span class=\"o\">,<\/span> <span class=\"mi\">90<\/span><span class=\"o\">));<\/span>\r\n<span class=\"n\">scoreList<\/span><span class=\"o\">.<\/span><span class=\"na\">add<\/span><span class=\"o\">(<\/span><span class=\"k\">new<\/span> <span class=\"nc\">Score<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Hamanaka\"<\/span><span class=\"o\">,<\/span> <span class=\"mi\">100<\/span><span class=\"o\">));<\/span>\r\n<span class=\"c1\">\/\/\u30b0\u30eb\u30fc\u30d7\u5206\u3051<\/span>\r\n<span class=\"nc\">Map<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Integer<\/span><span class=\"o\">,<\/span> <span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Score<\/span><span class=\"o\">&gt;&gt;<\/span> <span class=\"n\">map<\/span> <span class=\"o\">=<\/span> <span class=\"n\">scoreList<\/span><span class=\"o\">.<\/span><span class=\"na\">stream<\/span><span class=\"o\">().<\/span><span class=\"na\">collect<\/span><span class=\"o\">(<\/span><span class=\"nc\">Collectors<\/span><span class=\"o\">.<\/span><span class=\"na\">groupingBy<\/span><span class=\"o\">(<\/span><span class=\"nl\">Score:<\/span><span class=\"o\">:<\/span><span class=\"n\">getScore<\/span><span class=\"o\">));<\/span>\r\n<span class=\"c1\">\/\/Map\u306e\u8981\u7d20\u3092\u51fa\u529b<\/span>\r\n<span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">entrySet<\/span><span class=\"o\">().<\/span><span class=\"na\">stream<\/span><span class=\"o\">().<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Key: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">getKey<\/span><span class=\"o\">()<\/span> <span class=\"o\">+<\/span> <span class=\"s\">\", Value:\"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">getValue<\/span><span class=\"o\">()));<\/span>\r\n<span class=\"c1\">\/\/score\u304c100\u70b9\u306e\u30b9\u30b3\u30a2\u30c7\u30fc\u30bf\u3092\u8868\u793a<\/span>\r\n<span class=\"nc\">List<\/span><span class=\"o\">&lt;<\/span><span class=\"nc\">Score<\/span><span class=\"o\">&gt;<\/span> <span class=\"n\">score100<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"o\">.<\/span><span class=\"na\">get<\/span><span class=\"o\">(<\/span><span class=\"mi\">100<\/span><span class=\"o\">);<\/span>\r\n<span class=\"n\">score100<\/span><span class=\"o\">.<\/span><span class=\"na\">forEach<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"name: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">getName<\/span><span class=\"o\">()<\/span> <span class=\"o\">+<\/span> <span class=\"s\">\", score: \"<\/span> <span class=\"o\">+<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">getScore<\/span><span class=\"o\">()));<\/span>\r\n<\/code><\/pre>\n<p>\u8fd4\u56de\u7684Map\u5df2\u7ecf\u5206\u7ec4\uff0c\u5e76\u4e14\u76f8\u5e94\u503c\u7684Stream\u5df2\u88ab\u5217\u4e3a\u5217\u8868\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">#<\/span> Map\u306e\u8981\u7d20\u3092\u51fa\u529b\r\n<span class=\"go\">Key: 80, Value:[com.example.javalearn.qiita.stream.Score@446cdf90]\r\nKey: 100, Value:[com.example.javalearn.qiita.stream.Score@799f7e29, com.example.javalearn.qiita.stream.Score@4b85612c]\r\nKey: 90, Value:[com.example.javalearn.qiita.stream.Score@277050dc, com.example.javalearn.qiita.stream.Score@5c29bfd]\r\n<\/span><span class=\"gp\">#<\/span> score\u304c100\u70b9\u306e\u30b9\u30b3\u30a2\u30c7\u30fc\u30bf\u3092\u8868\u793a\r\n<span class=\"go\">name: Nakamura, score: 100\r\nname: Hamanaka, score: 100\r\n<\/span><\/code><\/pre>\n<h3>\u5c06\u5176\u8f6c\u6362\u4e3a\u6570\u7ec4<\/h3>\n<p>\u5c06\u6d41(stream)\u8f6c\u6362\u4e3a\u6570\u7ec4\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">String<\/span><span class=\"o\">[]<\/span> <span class=\"n\">toArray<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"a\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"b\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"c\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"d\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"e\"<\/span><span class=\"o\">).<\/span><span class=\"na\">toArray<\/span><span class=\"o\">(<\/span><span class=\"nc\">String<\/span><span class=\"o\">[]::<\/span><span class=\"k\">new<\/span><span class=\"o\">);<\/span>\r\n<span class=\"k\">for<\/span><span class=\"o\">(<\/span><span class=\"nc\">String<\/span> <span class=\"nl\">s:<\/span><span class=\"n\">toArray<\/span><span class=\"o\">){<\/span>\r\n    <span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span><span class=\"o\">);<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">a\r\nb\r\nc\r\nd\r\ne\r\n<\/span><\/code><\/pre>\n<h3>\u51cf\u5c11<\/h3>\n<p>\u7d2f\u79ef\u7ed3\u679c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kt\">int<\/span> <span class=\"n\">total<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">reduce<\/span><span class=\"o\">((<\/span><span class=\"n\">a<\/span><span class=\"o\">,<\/span><span class=\"n\">b<\/span><span class=\"o\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">a<\/span> <span class=\"o\">+<\/span> <span class=\"n\">b<\/span><span class=\"o\">).<\/span><span class=\"na\">get<\/span><span class=\"o\">();<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">total<\/span><span class=\"o\">);<\/span>\r\n\r\n<span class=\"c1\">\/\/\u30e1\u30bd\u30c3\u30c9\u53c2\u7167\u3082\u53ef\u80fd<\/span>\r\n<span class=\"kt\">int<\/span> <span class=\"n\">total1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">reduce<\/span><span class=\"o\">(<\/span><span class=\"nl\">Integer:<\/span><span class=\"o\">:<\/span><span class=\"n\">sum<\/span><span class=\"o\">).<\/span><span class=\"na\">get<\/span><span class=\"o\">();<\/span>\r\n<\/code><\/pre>\n<p>\u4f5c\u4e3a\u6b63\u5728\u8fdb\u884c\u7684\u4e8b\u60c5\uff0c\u53ef\u4ee5\u5217\u4e3e\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">1 + 2 = 3\r\n3 + 3 = 6\r\n6 + 4 = 10\r\n10 + 5 = 15\r\n<\/span><\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">15\r\n<\/span><\/code><\/pre>\n<h2>\u7b5b\u9009\u7ed3\u679c<\/h2>\n<h3>\u627e\u5230\u7b2c\u4e00\u4e2a<\/h3>\n<p>\u53d6\u51fa\u5217\u8868\u7684\u7b2c\u4e00\u4e2a\u5143\u7d20\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">String<\/span> <span class=\"n\">findFirst<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"A\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"B\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"C\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"D\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"E\"<\/span><span class=\"o\">).<\/span><span class=\"na\">findFirst<\/span><span class=\"o\">().<\/span><span class=\"na\">orElse<\/span><span class=\"o\">(<\/span><span class=\"s\">\"null\"<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">findFirst<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">A\r\n<\/span><\/code><\/pre>\n<h3>\u6700\u5927<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nc\">Integer<\/span> <span class=\"n\">max<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">max<\/span><span class=\"o\">(<\/span><span class=\"nc\">Comparator<\/span><span class=\"o\">.<\/span><span class=\"na\">naturalOrder<\/span><span class=\"o\">()).<\/span><span class=\"na\">orElse<\/span><span class=\"o\">(<\/span><span class=\"mi\">0<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">max<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">5\r\n<\/span><\/code><\/pre>\n<h3>\u7ffb\u8bd1\uff1a\u654f<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nc\">Integer<\/span> <span class=\"n\">min<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">min<\/span><span class=\"o\">(<\/span><span class=\"nc\">Comparator<\/span><span class=\"o\">.<\/span><span class=\"na\">naturalOrder<\/span><span class=\"o\">()).<\/span><span class=\"na\">orElse<\/span><span class=\"o\">(<\/span><span class=\"mi\">0<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">min<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">1\r\n<\/span><\/code><\/pre>\n<h3>\u6c42\u548c<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nc\">Integer<\/span> <span class=\"n\">sum<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">IntStream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">sum<\/span><span class=\"o\">();<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">sum<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">15\r\n<\/span><\/code><\/pre>\n<h3>\u7edf\u8ba1<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nc\">Long<\/span> <span class=\"n\">count<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">count<\/span><span class=\"o\">();<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">count<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">5\r\n<\/span><\/code><\/pre>\n<h3>\u5e73\u5747<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nc\">Double<\/span> <span class=\"n\">average<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">IntStream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">average<\/span><span class=\"o\">().<\/span><span class=\"na\">orElse<\/span><span class=\"o\">(<\/span><span class=\"mi\">0<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">average<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">3.0\r\n<\/span><\/code><\/pre>\n<h2>\u641c\u7d22\u7ed3\u679c<\/h2>\n<h3>\u4efb\u4f55\u5339\u914d<\/h3>\n<p>\u90e8\u5206\u76f8\u7b26<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Boolean<\/span> <span class=\"n\">anyMatch1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">anyMatch<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">2<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Boolean<\/span> <span class=\"n\">anyMatch2<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">,<\/span> <span class=\"mi\">2<\/span><span class=\"o\">,<\/span> <span class=\"mi\">3<\/span><span class=\"o\">,<\/span> <span class=\"mi\">4<\/span><span class=\"o\">,<\/span> <span class=\"mi\">5<\/span><span class=\"o\">).<\/span><span class=\"na\">anyMatch<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span> <span class=\"o\">&lt;<\/span> <span class=\"mi\">0<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">anyMatch1<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">anyMatch2<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">true\r\nfalse\r\n<\/span><\/code><\/pre>\n<h3>\u5168\u5339\u914d<\/h3>\n<p>\u5b8c\u5168\u76f8\u540c<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Boolean<\/span> <span class=\"n\">allMatch1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"one\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"two\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"three\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"four\"<\/span><span class=\"o\">).<\/span><span class=\"na\">allMatch<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">length<\/span><span class=\"o\">()<\/span> <span class=\"o\">&lt;=<\/span> <span class=\"mi\">5<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Boolean<\/span> <span class=\"n\">allMatch2<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"one\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"two\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"three\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"four\"<\/span><span class=\"o\">).<\/span><span class=\"na\">allMatch<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">length<\/span><span class=\"o\">()<\/span> <span class=\"o\">&lt;=<\/span> <span class=\"mi\">4<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">allMatch1<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">allMatch2<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">true\r\nfalse\r\n<\/span><\/code><\/pre>\n<h3>noneMatch &#8211; \u6ca1\u6709\u5339\u914d<\/h3>\n<p>\u5b8c\u5168\u4e0d\u540c\u610f \u89c4\u6a21\u5b8c\u5168\u4e0d\u4e00\u6837 \u5b8c\u5168\u4e0d\u76f8\u7b26 \u5b8c\u5168\u4e0d\u543b\u5408 \u5168\u7136\u4e0d\u76f8\u540c \u5b8c\u5168\u4e0d\u76f8\u4f3c<\/p>\n<pre class=\"post-pre\"><code><span class=\"nc\">Boolean<\/span> <span class=\"n\">noneMatch1<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"one\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"two\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"three\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"four\"<\/span><span class=\"o\">).<\/span><span class=\"na\">noneMatch<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">length<\/span><span class=\"o\">()<\/span> <span class=\"o\">&lt;=<\/span> <span class=\"mi\">2<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">Boolean<\/span> <span class=\"n\">noneMatch2<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Stream<\/span><span class=\"o\">.<\/span><span class=\"na\">of<\/span><span class=\"o\">(<\/span><span class=\"s\">\"one\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"two\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"three\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"four\"<\/span><span class=\"o\">).<\/span><span class=\"na\">noneMatch<\/span><span class=\"o\">(<\/span><span class=\"n\">s<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">s<\/span><span class=\"o\">.<\/span><span class=\"na\">length<\/span><span class=\"o\">()<\/span> <span class=\"o\">&lt;=<\/span> <span class=\"mi\">4<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">noneMatch1<\/span><span class=\"o\">);<\/span>\r\n<span class=\"nc\">System<\/span><span class=\"o\">.<\/span><span class=\"na\">out<\/span><span class=\"o\">.<\/span><span class=\"na\">println<\/span><span class=\"o\">(<\/span><span class=\"n\">noneMatch2<\/span><span class=\"o\">);<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"go\">true\r\nfalse\r\n<\/span><\/code><\/pre>\n<h2>\u8bf7\u60a8\u67e5\u9605<\/h2>\n<p>\u6d41\uff08Java\u5e73\u53f0SE8\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u89c9\u5f97Stream\u5f88\u65b9\u4fbf\uff0c\u6240\u4ee5\u6211\u60f3\u628a\u5b83\u4eec\u6574\u7406\u5728\u4e00\u8d77\u3002 \u521b\u5efa\u6d41 \u9700\u8981\u901a\u8fc7\u9002\u5f53\u7684\u6559\u80b2\u548c\u57f9\u8bad\u6765\u57f9\u517b\u5b69\u5b50\u4eec\u7684\u521b\u9020\u529b\u548c\u521b [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-31620","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5173\u4e8eJava Stream\u7684\u603b\u7ed3 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5173\u4e8ejava-stream\u7684\u603b\u7ed3\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5173\u4e8eJava Stream\u7684\u603b\u7ed3\" 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